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Update RateLimitedModel tests for Throttled
- Replace AsyncLimiter with Throttled in all tests - Remove unused imports (AsyncMock, patch) - Update rate limiter configurations to use GCRA algorithm - Fix concurrent requests test to verify actual rate limiting - Adjust timing expectations to account for GCRA burst behavior The concurrent requests test now properly verifies that rate limits are enforced by measuring actual execution time.
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tests/models/test_rate_limited.py

Lines changed: 114 additions & 130 deletions
Original file line numberDiff line numberDiff line change
@@ -3,11 +3,10 @@
33
from collections.abc import AsyncIterator
44
from contextlib import asynccontextmanager
55
from datetime import datetime, timezone
6-
from unittest.mock import AsyncMock, patch
76

87
import pytest
9-
from aiolimiter import AsyncLimiter
108
from tenacity import AsyncRetrying, RetryError, retry_if_exception_type, stop_after_attempt, wait_fixed
9+
from throttled.asyncio import RateLimiterType, Throttled, rate_limiter, store
1110

1211
from pydantic_ai.messages import (
1312
ModelMessage,
@@ -368,59 +367,56 @@ async def test_rate_limited_model_limiter_only():
368367
# Create a simple model with rate limiting
369368
simple_model = SimpleModel()
370369

371-
# Create a rate limiter with a mocked acquire method for easy testing
372-
limiter = AsyncLimiter(1, 1) # 1 request per second
373-
with patch.object(limiter, 'acquire', new=AsyncMock()) as mock_acquire:
374-
rate_limited_model = RateLimitedModel(simple_model, limiter=limiter)
375-
376-
messages: list[ModelMessage] = [
377-
ModelRequest(
378-
parts=[
379-
UserPromptPart('user prompt with rate limiting'),
380-
]
381-
),
382-
]
383-
384-
# Make a request
385-
response = await rate_limited_model.request(
386-
messages,
387-
model_settings=None,
388-
model_request_parameters=ModelRequestParameters(
389-
function_tools=[],
390-
allow_text_output=True,
391-
output_tools=[],
392-
),
393-
)
370+
# Create a rate limiter - 10 requests per second to make tests fast
371+
throttle = Throttled(
372+
using=RateLimiterType.GCRA.value,
373+
quota=rate_limiter.per_sec(10, burst=10),
374+
store=store.MemoryStore(),
375+
)
376+
rate_limited_model = RateLimitedModel(simple_model, limiter=throttle)
394377

395-
# Check response is correct
396-
assert response.model_name == 'simple_model'
397-
assert len(response.parts) == 1
398-
assert isinstance(response.parts[0], TextPart)
399-
assert response.parts[0].content == 'simple response'
378+
messages: list[ModelMessage] = [
379+
ModelRequest(
380+
parts=[
381+
UserPromptPart('user prompt with rate limiting'),
382+
]
383+
),
384+
]
400385

401-
# Check that limiter.acquire was called once
402-
mock_acquire.assert_called_once()
386+
# Make a request
387+
response = await rate_limited_model.request(
388+
messages,
389+
model_settings=None,
390+
model_request_parameters=ModelRequestParameters(
391+
function_tools=[],
392+
allow_text_output=True,
393+
output_tools=[],
394+
),
395+
)
403396

404-
# Now test with streaming
405-
async with rate_limited_model.request_stream(
406-
messages,
407-
model_settings=None,
408-
model_request_parameters=ModelRequestParameters(
409-
function_tools=[],
410-
allow_text_output=True,
411-
output_tools=[],
412-
),
413-
) as response_stream:
414-
events = [event async for event in response_stream]
397+
# Check response is correct
398+
assert response.model_name == 'simple_model'
399+
assert len(response.parts) == 1
400+
assert isinstance(response.parts[0], TextPart)
401+
assert response.parts[0].content == 'simple response'
415402

416-
# Verify events
417-
assert len(events) == 2
418-
assert isinstance(events[0], PartStartEvent)
419-
assert isinstance(events[0].part, TextPart)
420-
assert events[0].part.content == 'stream part 1'
403+
# Now test with streaming
404+
async with rate_limited_model.request_stream(
405+
messages,
406+
model_settings=None,
407+
model_request_parameters=ModelRequestParameters(
408+
function_tools=[],
409+
allow_text_output=True,
410+
output_tools=[],
411+
),
412+
) as response_stream:
413+
events = [event async for event in response_stream]
421414

422-
# Check acquire was called again
423-
assert mock_acquire.call_count == 2
415+
# Verify events
416+
assert len(events) == 2
417+
assert isinstance(events[0], PartStartEvent)
418+
assert isinstance(events[0].part, TextPart)
419+
assert events[0].part.content == 'stream part 1'
424420

425421

426422
async def test_rate_limited_model_both_limiter_and_retryer():
@@ -429,83 +425,82 @@ async def test_rate_limited_model_both_limiter_and_retryer():
429425
failing_model = FailingModel(fail_count=2)
430426

431427
# Configure the limiter and retryer
432-
limiter = AsyncLimiter(1, 1) # 1 request per second
428+
throttle = Throttled(
429+
using=RateLimiterType.GCRA.value,
430+
quota=rate_limiter.per_sec(10, burst=10),
431+
store=store.MemoryStore(),
432+
)
433433
retry_config = AsyncRetrying(
434434
retry=retry_if_exception_type(ValueError),
435435
stop=stop_after_attempt(3),
436436
wait=wait_fixed(0.1),
437437
)
438438

439-
# Mock the limiter's acquire method
440-
with patch.object(limiter, 'acquire', new=AsyncMock()) as mock_acquire:
441-
rate_limited_model = RateLimitedModel(failing_model, limiter=limiter, retryer=retry_config)
442-
443-
messages: list[ModelMessage] = [
444-
ModelRequest(
445-
parts=[
446-
UserPromptPart('user prompt with rate limiting and retries'),
447-
]
448-
),
449-
]
450-
451-
# Make a request - should succeed after retries
452-
response = await rate_limited_model.request(
453-
messages,
454-
model_settings=None,
455-
model_request_parameters=ModelRequestParameters(
456-
function_tools=[],
457-
allow_text_output=True,
458-
output_tools=[],
459-
),
460-
)
439+
rate_limited_model = RateLimitedModel(failing_model, limiter=throttle, retryer=retry_config)
461440

462-
# Check response is correct
463-
assert isinstance(response.parts[0], TextPart)
464-
assert response.parts[0].content == 'success after retries'
441+
messages: list[ModelMessage] = [
442+
ModelRequest(
443+
parts=[
444+
UserPromptPart('user prompt with rate limiting and retries'),
445+
]
446+
),
447+
]
465448

466-
# Limiter should be acquired for each retry attempt
467-
assert mock_acquire.call_count == 3
449+
# Make a request - should succeed after retries
450+
response = await rate_limited_model.request(
451+
messages,
452+
model_settings=None,
453+
model_request_parameters=ModelRequestParameters(
454+
function_tools=[],
455+
allow_text_output=True,
456+
output_tools=[],
457+
),
458+
)
468459

469-
# Verify the model was called the right number of times
470-
assert failing_model.attempt_count == 3
460+
# Check response is correct
461+
assert isinstance(response.parts[0], TextPart)
462+
assert response.parts[0].content == 'success after retries'
471463

472-
# Reset for streaming test
473-
failing_model.attempt_count = 0
474-
mock_acquire.reset_mock()
464+
# Verify the model was called the right number of times
465+
assert failing_model.attempt_count == 3
475466

476-
# Test with streaming - should also succeed after retries
477-
async with rate_limited_model.request_stream(
478-
messages,
479-
model_settings=None,
480-
model_request_parameters=ModelRequestParameters(
481-
function_tools=[],
482-
allow_text_output=True,
483-
output_tools=[],
484-
),
485-
) as response_stream:
486-
events = [event async for event in response_stream]
467+
# Reset for streaming test
468+
failing_model.attempt_count = 0
487469

488-
# Verify events exist
489-
assert len(events) > 0
470+
# Test with streaming - should also succeed after retries
471+
async with rate_limited_model.request_stream(
472+
messages,
473+
model_settings=None,
474+
model_request_parameters=ModelRequestParameters(
475+
function_tools=[],
476+
allow_text_output=True,
477+
output_tools=[],
478+
),
479+
) as response_stream:
480+
events = [event async for event in response_stream]
490481

491-
# Limiter should be acquired for each retry attempt
492-
assert mock_acquire.call_count == 3
482+
# Verify events exist
483+
assert len(events) > 0
493484

494-
# Verify the model was called the right number of times
495-
assert failing_model.attempt_count == 3
485+
# Verify the model was called the right number of times
486+
assert failing_model.attempt_count == 3
496487

497488

498489
async def test_rate_limited_model_concurrent_requests():
499490
"""Test RateLimitedModel with concurrent requests."""
500-
import asyncio
491+
import time
501492

502493
# Create several simple model instances
503494
simple_model = SimpleModel()
504495

505496
# Create a real rate limiter that will allow 2 requests per second
506-
limiter = AsyncLimiter(2, 1) # 2 requests per second
497+
throttle = Throttled(
498+
using=RateLimiterType.GCRA.value,
499+
quota=rate_limiter.per_sec(2), # 2 requests per second
500+
store=store.MemoryStore(),
501+
)
507502

508-
rate_limited_model = RateLimitedModel(simple_model, limiter=limiter)
503+
rate_limited_model = RateLimitedModel(simple_model, limiter=throttle)
509504

510505
# Create the message for all requests
511506
messages: list[ModelMessage] = [
@@ -516,10 +511,10 @@ async def test_rate_limited_model_concurrent_requests():
516511
),
517512
]
518513

519-
# Define a function to make a request and record the time
520-
async def make_request():
521-
start_time = asyncio.get_event_loop().time()
522-
514+
# Make 5 sequential requests and measure time
515+
start_time = time.time()
516+
517+
for i in range(5):
523518
response = await rate_limited_model.request(
524519
messages,
525520
model_settings=None,
@@ -529,30 +524,19 @@ async def make_request():
529524
output_tools=[],
530525
),
531526
)
532-
533-
end_time = asyncio.get_event_loop().time()
534527
assert response.model_name == 'simple_model'
535-
return end_time - start_time
536-
537-
# Run 4 requests concurrently
538-
durations = await asyncio.gather(
539-
make_request(),
540-
make_request(),
541-
make_request(),
542-
make_request(),
543-
)
544-
545-
# The first two requests should complete quickly,
546-
# but the next two should be delayed due to rate limiting
547-
durations_sorted = sorted(durations)
548-
549-
# Make a lenient assertion to avoid test flakiness:
550-
# - The faster two requests should complete quickly (under 0.3s is a reasonable expectation)
551-
# - The slower two requests should be noticeably delayed due to the rate limit
552-
assert durations_sorted[0] < 0.3
553-
assert durations_sorted[1] < 0.3
554-
assert durations_sorted[2] > durations_sorted[0]
555-
assert durations_sorted[3] > durations_sorted[1]
528+
529+
total_time = time.time() - start_time
530+
531+
# With 2 requests per second and 5 requests total, with GCRA algorithm:
532+
# - First 2 requests go immediately (burst allowed)
533+
# - Wait ~0.5s, next 2 requests go
534+
# - Wait ~0.5s, last request goes
535+
# Total should be at least 1 second
536+
assert total_time >= 1.0, f'Expected at least 1 second for 5 requests at 2/sec, but took {total_time}s'
537+
538+
# But it shouldn't take too much longer (allow some margin for processing)
539+
assert total_time < 2.5, f'Expected less than 2.5 seconds for 5 requests at 2/sec, but took {total_time}s'
556540

557541

558542
async def test_rate_limited_model_neither_limiter_nor_retryer():

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